Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 8 Decent Work and Economic Growth
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Dive into the research topics where Noviyanti Santoso is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Early Detection of Mental Disorders on X (Twitter) using Machine Learning
Ahnaf, M. F. & Santoso, N., 2025, Proceeding of the International Conference on Computer Engineering, Network and Intelligent Multimedia 2025, CENIM 2025. Institute of Electrical and Electronics Engineers Inc., p. 165-170 6 p. (Proceeding of the International Conference on Computer Engineering, Network and Intelligent Multimedia 2025, CENIM 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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TAWC: Text Augmentation with Word Contributions for Imbalance Aspect-Based Sentiment Classification
Santoso, N., Mendonça, I. & Aritsugi, M., Oct 2024, In: Applied Sciences (Switzerland). 14, 19, 8738.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Text Augmentation Based on Integrated Gradients Attribute Score for Aspect-based Sentiment Analysis
Santoso, N., Mendonca, I. & Aritsugi, M., 2023, Proceedings - 2023 IEEE International Conference on Big Data and Smart Computing, BigComp 2023. Byun, H., Ooi, B. C., Tanaka, K., Lee, S.-W., Li, Z., Nadamoto, A., Song, G., Ha, Y.-G., Sumiya, K., Yuncheng, W., Kwon, H.-Y. & Yamamoto, T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 227-234 8 p. (Proceedings - 2023 IEEE International Conference on Big Data and Smart Computing, BigComp 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Citations (Scopus) -
Prediction of the Unemployment and Bank Interest Rates on Changes in the Stock Price Index with Efficient Regression
Al Kindhi, B., Dewi, R. A., Santoso, N., Idris, A. Y. S., Yudhistira, A. B. & Putri, F. M., 17 Jul 2021, 10th IEEE International Conference on Communication, Networks and Satellite, Comnetsat 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 190-194 5 p. (10th IEEE International Conference on Communication, Networks and Satellite, Comnetsat 2021 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
Integration of synthetic minority oversampling technique for imbalanced class
Santoso, N., Wibowo, W. & Himawati, H., Jan 2019, In: Indonesian Journal of Electrical Engineering and Computer Science. 13, 1, p. 102-108 7 p.Research output: Contribution to journal › Article › peer-review
Open Access20 Citations (Scopus)
Press/Media
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Researchers at Kumamoto University Target Applied Sciences (TAWC: Text Augmentation with Word Contributions for Imbalance Aspect-Based Sentiment Classification)
29/10/24
1 item of Media coverage
Press/Media